Gaussian random numbers generator.

The random number generator generates gaussian random numbers with specified mean and standard deviation values.

The generator uses StandardGenerator generator as base to generate random numbers.

Sample usage:

// create instance of random generator IRandomNumberGenerator generator = new GaussianGenerator( 5.0, 1.5 ); // generate random number double randomNumber = generator.Next( );
Inheritance: IRandomNumberGenerator
GaussianGenerator Class Documentation
Exemple #1
0
        /// <summary>
        ///   Constructs a new Gaussian Weight initialization.
        /// </summary>
        /// 
        /// <param name="network">The activation network whose weights will be initialized.</param>
        /// <param name="stdDev">The standard deviation to be used. Common values lie in the 0.001-
        /// 0.1 range. Default is 0.1.</param>
        /// 
        public GaussianWeights(ActivationNetwork network, double stdDev = 0.1)
        {
            this.network = network;

            this.random = new GaussianGenerator(0f, (float)stdDev, Accord.Math.Tools.Random.Next());

            this.UpdateThresholds = false;
        }